Douglas A. Talbert - researchr alias

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Viewing Publication 1 - 60 from 60

2023

2022

Anomaly Detection for a Water Treatment System Based on One-Class Neural NetworkEmmanuel Aboah Boateng, J. W. Bruce, Douglas A. Talbert. access, 10:115179-115191, 2022. [doi]

Using Explainable AI to Measure Feature Contribution to UncertaintyKatherine E. Brown, Douglas A. Talbert. flairs 2022: [doi]

A Simple Direct Uncertainty Quantification Technique Based on Machine Learning RegressionKatherine E. Brown, Douglas A. Talbert. flairs 2022: [doi]

Mitigating the Rashomon Effect in Counterfactual Explanation: A Game-theoretic ApproachMd. Golam Moula Mehedi Hasan, Douglas A. Talbert. flairs 2022: [doi]

Data Augmentation using Counterfactuals: Proximity vs DiversityMd. Golam Moula Mehedi Hasan, Douglas A. Talbert. flairs 2022: [doi]

Improving Trust via XAI and Pre-Processing for Machine Learning of Complex Biomedical DatasetsBrandon Hines, Douglas A. Talbert, Steven Anton. flairs 2022: [doi]

Drug Repurposing for Rare Orphan Diseases Using Machine Learning TechniquesRajesh Manicavasagam, Prabin B. Lamichhane, Prajjwal Kandel, Douglas A. Talbert. flairs 2022: [doi]

2021

The Uncertainty of Counterfactuals in Deep LearningKatherine E. Brown, Douglas A. Talbert, Steve Talbert. flairs 2021: [doi]

Counterfactual Examples for Data Augmentation: A Case StudyMd. Golam Moula Mehedi Hasan, Douglas A. Talbert. flairs 2021: [doi]

Trauma Triage in an Information Rich EnvironmentDouglas A. Talbert, Steve Talbert. amia 2021: [doi]

2020

Model Evasion Attack on Intrusion Detection Systems using Adversarial Machine LearningMd. Ahsan Ayub, William A. Johnson, Douglas A. Talbert, Ambareen Siraj. ciss 2020: 1-6 [doi]

Assessing Modality Selection Heuristics to Improve Multimodal Machine Learning for Malware DetectionFarzana Ahamed Bhuiyan, Katherine E. Brown, Md Bulbul Sharif, Quentin D. Johnson, Douglas A. Talbert. flairs 2020: 434-438 [doi]

Uncertainty Quantification in Multimodal Ensembles of Deep LearnersKatherine E. Brown, Farzana Ahamed Bhuiyan, Douglas A. Talbert. flairs 2020: 422-427 [doi]

Toward Never-Ending Learner for Malware Analysis (NELMA)Moumita Kamal, Douglas A. Talbert. bigdataconf 2020: 2291-2298 [doi]

Ensemble-Based Online Machine Learning Algorithms for Network Intrusion Detection Systems Using Streaming DataNathan Martindale, Muhammad Ismail 0001, Douglas A. Talbert. information, 11(6):315, 2020. [doi]

Mimic Learning to Generate a Shareable Network Intrusion Detection ModelAhmed Shafee, Mohamed Baza, Douglas A. Talbert, Mostafa M. Fouda, Mahmoud Nabil, Mohamed Mahmoud. ccnc 2020: 1-6 [doi]

2019

2018

Multi-Task Correlation-Based Feature Selection for Gene Expression DataKatherine E. Brown, Douglas A. Talbert. amia 2018: [doi]

Establishing an Agile Mindset and Culture for Workforce Preparedness: A Baseline StudyGerald C. Gannod, Willam F. Eberle, Douglas A. Talbert, Robert A. Cooke, Kathy Hagler, Kathy Opp, Jasmin Baniya. mcs 2018: 1-9 [doi]

Mining Interesting, Non-Redundant Healthcare TrajectoriesRina Singh, Jeffery Graves, Susan E. Piras, Lemuel R. Waitman, Michael Prittie, Douglas A. Talbert. amia 2018: [doi]

Prefix and Suffix Sequential Pattern MiningRina Singh, Jeffrey A. Graves, Douglas A. Talbert, William Eberle. mldm 2018: 296-311 [doi]

Subgroup Discovery in Sequential DatabasesRina Singh, Jeffrey A. Graves, Douglas A. Talbert. flairs 2018: 416-419 [doi]

Prefix and Suffix Sequential Pattern MiningRina Singh, Jeffrey A. Graves, Douglas A. Talbert, William Eberle. incdm 2018: 309-324 [doi]

Special Track on Artficial Intelligence in Healthcare InformaticsDouglas A. Talbert, Steve Talbert. flairs 2018: 298 [doi]

2017

2016

Complex Patterns in Dynamic Attributed GraphsRina Singh, Jeffrey A. Graves, Douglas A. Talbert. WWW 2016: 105-106 [doi]

Never-Ending Medical LearningDouglas A. Talbert, William Eberle, Mei Liu. amia 2016: [doi]

2015

Using Subgroup Discovery Metrics to Mine Interesting SubgraphsRuss Neely, Zach Cleghern, Douglas A. Talbert. flairs 2015: 444-447 [doi]

2014

Special Track on Artificial Intelligence in Healthcare InformaticsDouglas A. Talbert, Steve Talbert. flairs 2014: [doi]

Correlating Information Use with Cost and Quality in a Rural ACODouglas A. Talbert, Harold Chertok, Kenneth R. Currie, Rebecca L. Turpin, Steve Talbert. amia 2014: [doi]

2013

Special Track on Artificial Intelligence in Healthcare InformaticsDouglas A. Talbert, Steve Talbert. flairs 2013: [doi]

2011

A Machine Learning and Data Mining Framework to Enable Evolutionary Improvement in Trauma TriageDouglas A. Talbert, Matt Honeycutt, Steve Talbert. mldm 2011: 348-361 [doi]

2005

A Grassroots Resource Locator System for Rural Healthcare ProvidersJameson P. Porter, Chet Gentry, Douglas A. Talbert. amia 2005: [doi]

Research Paper: Interventions to Regulate Ordering of Serum Magnesium Levels: Report of an Unintended Consequence of Decision SupportS. Trent Rosenbloom, Kou-Wei Chiu, Daniel W. Byrne, Douglas A. Talbert, Eric G. Neilson, Randolph A. Miller. jamia, 12(5):546-553, 2005. [doi]

Research Paper: Effect of CPOE User Interface Design on User-Initiated Access to Educational and Patient Information during Clinical CareS. Trent Rosenbloom, Antoine Geissbühler, William D. Dupont, Dario A. Giuse, Douglas A. Talbert, William M. Tierney, W. Dale Plummer, William W. Stead, Randolph A. Miller. jamia, 12(4):458-473, 2005. [doi]

Predicting Cancer Type with Dimensionality-Reduced Gene Expression Micro-Array DataMarc Santoro, Douglas A. Talbert. amia 2005: [doi]

An Incremental Pharmacy Informatics Model for Use in a Rural HospitalDouglas A. Talbert, Edward Roush, Luis Velazco, Casey White. amia 2005: [doi]

2003

Developing a Methodology to Improve the Allocation of Specialized Health Resources for Acutely Injured PersonsSteve Talbert, Douglas A. Talbert. amia 2003: [doi]

2002

2001

2000

Experience using a programmable rules engine to implement a complex medical protocol during order entryJohn Starmer, Douglas A. Talbert, Randolph A. Miller. amia 2000: [doi]

An empirical analysis of techniques for constructing and searching k-dimensional treesDouglas A. Talbert, Douglas H. Fisher. kdd 2000: 26-33 [doi]

1999

1998

A Review of the Fourteenth International Conference on Machine LearningLewis Frey, Cen Li, Douglas A. Talbert, Douglas H. Fisher. ida, 2(1-4):245-255, 1998. [doi]

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Publications by 'Douglas A. Talbert'

Viewing Publication 1 - 60 from 60

2023

2022

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2019

2018

2017

2016

2015

2014

2013

2011

2005

2003

2002

2001

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1998

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